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Intrinsic Barriers to Explaining Deep Foundation Models

Intrinsic Barriers to Explaining Deep Foundation Models

21 April 2025
Zhen Tan
Huan Liu
    AI4CE
ArXivPDFHTML

Papers citing "Intrinsic Barriers to Explaining Deep Foundation Models"

3 / 3 papers shown
Title
Interpreting Pretrained Language Models via Concept Bottlenecks
Interpreting Pretrained Language Models via Concept Bottlenecks
Zhen Tan
Lu Cheng
Song Wang
Yuan Bo
Wenlin Yao
Huan Liu
LRM
52
23
0
08 Nov 2023
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
538
21,613
0
22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
582
16,828
0
16 Feb 2016
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